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SpringerPlus· 2013

Principled missing data methods for researchers

Yiran Dong, Chao‐Ying Joanne Peng

Short summary

Multiple imputation, full information maximum likelihood, and expectation-maximization algorithm yield less biased estimates than listwise deletion for quantitative research with missing data.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics